diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 5c0ff6ba..07e90133 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -58,14 +58,14 @@ Our code style checks use [`pre-commit`](https://pre-commit.com).
 To run formatting automatically before every commit:
 
 ```bash
-pre-commit install
-pre-commit install --hook-type commit-msg --hook-type pre-push
+uv run pre-commit install
+uv run pre-commit install --hook-type commit-msg --hook-type pre-push
 ```
 
 Or run them manually:
 
 ```bash
-pre-commit run --all-files
+uv run pre-commit run --all-files
 ```
 
 ### Tests
@@ -73,7 +73,7 @@ pre-commit run --all-files
 Use `pytest` to run tests locally:
 
 ```bash
-python -m pytest -vs --cov src --cov-report term-missing tests/
+uv run python -m pytest -vs --cov src --cov-report term-missing tests/
 ```
 
 ### Commit message style